• Smart Media Journal
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• v.12 no.10
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• pp.63-70
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• 2023

Recently, energy consumption for heating costs, which is 35% of smart farm energy costs, has increased, requiring energy consumption efficiency, and the importance of new and renewable energy is increasing due to concerns about the realization of electricity bills. Renewable energy belongs to hydropower, wind, and solar power, of which solar energy is a power generation technology that converts it into electrical energy, and this technology has less impact on the environment and is simple to maintain. In this study, based on the greenhouse heat storage tank and heat pump data, the factors that affect the heat storage tank are selected and a heat storage tank supply temperature prediction model is developed. It is predicted using Long Short-Term Memory (LSTM), which is effective for time series data analysis and prediction, and XGBoost model, which is superior to other ensemble learning techniques. By predicting the temperature of the heat pump heat storage tank, energy consumption may be optimized and system operation may be optimized. In addition, we intend to link it to the smart farm energy integrated operation system, such as reducing heating and cooling costs and improving the energy independence of farmers due to the use of solar power. By managing the supply of waste heat energy through the platform and deriving the maximum heating load and energy values required for crop growth by season and time, an optimal energy management plan is derived based on this.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2021.11a
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• pp.157-159
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• 2021

친환경 선박의 연구개발을 위하여 LNG, 수소 등 신에너지 추진 선박을 활용하고자 신에너지 추진 선박의 전문 연구기관으로 발전시키고 4차 산업혁명에서의 스마트 선박을 선도하고자 본 선박의 설계를 추진하게 되었다. 또한, 해양관광산업과 연계하고자 친환경 유람선 및 친환경 에너지원을 사용하여 추진할 수 있는 적합한 선형 개발을 목표로 진행하고자 하며, 연안 유람선 기술 개발로 지역 기반산업 활성화에 기여하는데 목적이 있다.

• The Journal of the Korea institute of electronic communication sciences
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• v.13 no.1
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• pp.147-152
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• 2018

This study investigates the demand management and energy saving plan of the apartment house based on the ESS (: Energy Storage System), which is the main equipment in the field of electric power energy efficiency, and suggests standardization for various technical factors and operation. It contributes to the spread of ESS industry. In addition, to create ESS market for apartment houses and smart homes, housing IoT technology is used to integrate apartment houses with smart home-based ESS and it is possible to achieve use efficiency and economic feasibility of power users, We will study a business model that can reconsider the acceptability of power users.

• Journal of Digital Convergence
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• v.12 no.11
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• pp.365-372
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• 2014

In this paper, We implement a power-saving and efficient measures in buildings using the smart-meter. In order to save electric power energy, We propose an improved automatic power-factor controller(APFC) and demand control measures. This is achieved by controlling directly circuit breakers and the capacitor bank feeders in real time via a two-way smart-meter's ICT skills. Improved APFC is minimizing installation costs by series-parallel connecting heterologous capacitors to form a more diverse capacitor banking and controlling using the smart-meter. In order to suppress the demand power, We have designed a smart-meter with communication functions using Atmel's AVR465 and tested an operated lodging building for 24-hours. As a result, We made sure to always retained more than 95% power factor and did not occur over compensation.

• Information and Communications Magazine
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• v.31 no.11
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• pp.95-101
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• 2014

정보통신기술과 전력에너지기술의 융합 기술인 스마트그리드는 지속 가능한 성장의 필수적인 요소이다. 스마트그리드 통신 네트워크는 전력 계통 시스템이 송전, 배전, 소비자로 구분되는 것에 맞춰 세 가지로 구분된다. 본고에서는 이 세 부분에서 사용될 스마트그리드 응용 분야를 소개하고 해당 분야가 요구하는 통신 네트워크의 성능과 후보 기술에 대하여 기술하였다. 추가적으로 전력선 통신이 스마트그리드 통신 네트워크에 활용될 방안에 대하여 논의하였다.

• Electronics and Telecommunications Trends
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• v.24 no.5
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• pp.74-86
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• 2009

기존 전력망에 정보통신기술을 접목하여 전력망의 신뢰성, 효율성, 안전성 향상을 꾀하고자 하는 스마트 그리드의 비전은 태양력 및 풍력과 같은 신재생 에너지, 전기자동차(EV), 배터리와 같은 저장 장치, 수요반응 등으로 대표된다. 스마트 그리드에서는 에너지원, 전력, 통신, 소프트웨어, 컴퓨팅, 가전기기, 반도체 등 다양한 기술이 복합적으로 얽혀 있으며, 사업자 및 정책도 기술요소만큼 복합적이다. 본 고에서는 전력 정보를 양방향 실시간으로 유통함으로써 에너지 자원을 거래하는 모습까지 포함하는 차세대 전력망 기술인 스마트 그리드의 개념 및 특성, 관련 기술 파악을 통하여 중요성을 살펴보고, 관련된 국내외 정책 및 시장동향, 국내외 기술개발 동향에 대해서 기술하고자 한다.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.16 no.1
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• pp.18-23
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• 2023

A smart sensor is the key element to implement IoT (Internet of Things) service, as a terminal equipment. This paper investigated the design method of a power supply using energy harvesting technique for a smart sensor. the performance of a power supply using a solar cell and a piezoelectric transducer as a energy harvesting device was verified and the method to optimize a power supply was analyzed depending on the operating condition of a smart sensor. Also the method to increase a battery life cycle as a auxiliary power supply was proposed.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.8 no.6
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• pp.534-543
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• 2015

This paper proposes an Energy Theft Traceback Protocol(ETTP) based on Logging and Marking that can trace Energy Theft back in Smart Grid Environment. The ETTP consists of the following three phases. First, it classifies Energy Theft Type into Measurement Rejection and Data Fabrication by generating an Energy Theft Tree. Second, it detects an Energy Theft by using the Energy Theft Tree. Finally, it trace an Energy Theft back by using the Logging Table of a Router and the Marking Information of a Packet. The result of its simulation shows that the Detection Ratio of Energy Theft is estimated at 92% and the Success Ratio of Energy Theft Traceback at 93%. Therefore, the ETTP not only reduces such risk factors as Forgery and Tampering about Billing information but also provides safe and reliable Smart Grid environment.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.11
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• pp.519-531
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• 2020

Global warming is accelerating as greenhouse gas emissions increase owing to the increase in population and urbanization rates worldwide. As an alternative to this solution, smart cities are being promoted. The purpose of this paper is to suggest a plan for developing energy service modules for the Sejong 5-1 living area, which has been selected as a test-bed for smart cities in Korea. Based on the smart city plans announced by the government for this study, a survey questionnaire on 12 energy services was composed by collecting the opinions of experts. The survey was conducted with 1,000 citizens, the degree of necessity of energy service that citizens think of was identified. Principal Component Analysis and Association Rule Mining were conducted to describe 12 energy service items in a reduced manner and analyze the correlation and relationship of each energy service. Finally, three modules were suggested using the analyzed results so that 12 energy services could be implemented in an efficient platform. These results are expected to contribute to the realization of a smart city to make them easily accessible for those who want to promote platform services in the energy field and envision energy service items.

• Review of KIISC
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• v.19 no.4
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• pp.21-35
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• 2009

최근 그린 에너지에 대한 관심이 고조되면서 기존 전력망에 IT 기술이 융합함으로써 보다 지능적으로 전력을 송 배전하고, 에너지를 효율적으로 사용하게 하는 스마트 그리드(지능형 전력망)에 대한 사업 추진이 급속하게 진행되고 있다. 하지만 스마트 그리드는 그 대상이 전력망이라는 주요기반시설의 특성으로 인하여 보안의 고려가 표면적으로 드러나고있지 못한 상황이다. 이에 스마트 그리드 활성화의 동인으로써 스마트 그리드의 보안에 대한 연구가 지속적으로 진행되도록 하기 위해서, 본 연구에서는 스마트 그리드에서 보안 이슈 가운데 소비자 참여에 한정하여 그 세부 이슈와 더불어 대응방안을 고찰하도록 한다.